Association Between Pneumoconiosis and Pleural Empyema: A Retrospective Cohort Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Data Source
2.2. Ethics and Consent
2.3. Case and Control Cohorts
2.4. Study Objectives and Covariates
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Pneumoconiosis | ||||||
|---|---|---|---|---|---|---|
| No | Yes | |||||
| N = 57,764 | N = 14,441 | |||||
| n | % | n | % | p-Value † | SMD | |
| Age | >0.999 | |||||
| 20–64 | 20,928 | 36.2 | 5232 | 36.2 | <0.001 | |
| 65–74 | 17,276 | 29.9 | 4319 | 29.9 | <0.001 | |
| ≥75 | 19,560 | 33.9 | 4890 | 33.9 | <0.001 | |
| Mean ± SD | 67.8 | ±12.7 | 67.9 | ±12.6 | 0.476 | 0.007 |
| Gender | >0.999 | <0.001 | ||||
| Women | 8816 | 15.3 | 2204 | 15.3 | ||
| Men | 48,948 | 84.7 | 12,237 | 84.7 | ||
| Comorbidity | ||||||
| Hypertension | 31,573 | 54.7 | 7401 | 51.3 | <0.001 | 0.068 |
| Diabetes mellitus | 15,705 | 27.2 | 3174 | 22.0 | <0.001 | 0.121 |
| Hyperlipidemia | 19,624 | 34.0 | 4445 | 30.8 | <0.001 | 0.068 |
| HF | 4195 | 7.26 | 1444 | 10.0 | <0.001 | 0.098 |
| Asthma/COPD | 13,314 | 23.1 | 7010 | 48.5 | <0.001 | 0.552 |
| GERD | 8537 | 14.8 | 2734 | 18.9 | <0.001 | 0.111 |
| CLD | 8877 | 15.4 | 2466 | 17.1 | <0.001 | 0.046 |
| CKD | 4424 | 7.66 | 1016 | 7.04 | 0.011 | 0.024 |
| Rheumatic disease | 963 | 1.67 | 405 | 2.80 | <0.001 | 0.077 |
| Pneumothorax | 141 | 0.24 | 157 | 1.09 | <0.001 | 0.104 |
| Malignancy | 4909 | 8.50 | 1255 | 8.69 | 0.460 | 0.007 |
| Medication | ||||||
| Corticosteroid | 10,409 | 18.0 | 3916 | 27.1 | <0.001 | <0.001 |
| Healthcare utilization in the past year | ||||||
| Outpatient visits | <0.001 | |||||
| 0–14 | 26,019 | 45.0 | 4549 | 31.5 | 0.281 | |
| 15–28 | 16,444 | 28.5 | 4732 | 32.8 | 0.093 | |
| ≥29 | 15,301 | 26.5 | 5160 | 35.7 | 0.201 | |
| Mean ± SD | 21 | 18.4 | 26.3 | 19.8 | <0.001 | 0.278 |
| Inpatient admission | <0.001 | 0.713 | ||||
| 0 | 47,327 | 81.9 | 7240 | 50.1 | ||
| ≥1 | 10,437 | 18.1 | 7201 | 49.9 | ||
| Mean ± SD | 0.33 | 1.00 | 0.84 | 1.33 | <0.001 | 0.433 |
| Event | PY | Rate † | Crude HR (95% CI) | Adjusted HR # (95% CI) | |
|---|---|---|---|---|---|
| Pneumoconiosis | |||||
| No | 339 | 331,097 | 1.02 | 1 (Reference) | 1 (Reference) |
| Yes | 183 | 78,663 | 2.33 | 2.27 (1.89–2.71) *** | 1.79 (1.47–2.18) *** |
| Age | |||||
| 20–64 | 135 | 173,621 | 0.78 | 1 (Reference) | 1 (Reference) |
| 65–74 | 166 | 129,815 | 1.28 | 1.64 (1.31–2.06) *** | 1.38 (1.09–1.75) ** |
| ≥75 | 221 | 106,324 | 2.08 | 2.64 (2.13–3.28) *** | 1.96 (1.55–2.48) *** |
| Gender | |||||
| Women | 16 | 65,115 | 0.25 | 1 (Reference) | 1 (Reference) |
| Men | 506 | 344,645 | 1.47 | 5.96 (3.63–9.81) *** | 5.12 (3.11–8.44) *** |
| Comorbidity | |||||
| Hypertension | 291 | 200,916 | 1.45 | 1.29 (1.09–1.54) ** | 0.90 (0.74–1.10) |
| Diabetes mellitus | 149 | 92,534 | 1.61 | 1.35 (1.12–1.64) ** | 1.32 (1.07–1.63) ** |
| Hyperlipidemia | 145 | 128,937 | 1.12 | 0.83 (0.68–1.01) | 0.72 (0.58–0.89) *** |
| HF | 51 | 21,565 | 2.36 | 1.90 (1.42–2.54) *** | 1.07 (0.79–1.46) |
| Asthma/COPD | 210 | 96,483 | 2.18 | 2.16 (1.81–2.57) *** | 1.35 (1.11–1.65) ** |
| GERD | 74 | 52,623 | 1.41 | 1.10 (0.86–1.41) | 0.90 (0.69–1.16) |
| CLD | 78 | 55,984 | 1.39 | 1.09 (0.86–1.39) | 1.03 (0.80–1.32) |
| CKD | 58 | 20,066 | 2.89 | 2.37 (1.80–3.11) *** | 1.72 (1.28–2.29) *** |
| Rheumatic disease | 10 | 6357 | 1.57 | 1.22 (0.65–2.28) | 1.05 (0.56–1.98) |
| Pneumothorax | 5 | 1028 | 4.87 | 3.71 (1.54–8.96) ** | 1.82 (0.75–4.42) |
| Malignancy | 49 | 24,290 | 2.02 | 1.60 (1.20–2.16) ** | 1.19 (0.88–1.61) |
| Medication | |||||
| Corticosteroid | 130 | 62,381 | 2.08 | 1.81 (1.49–2.22) *** | 1.26 (1.01–1.57) * |
| Outpatient visits | |||||
| 0–14 | 186 | 187,349 | 0.99 | 1 (Reference) | 1 (Reference) |
| 15–28 | 162 | 119,208 | 1.36 | 1.36 (1.10–1.68) ** | 1.01 (0.81–1.26) |
| ≥29 | 174 | 103,202 | 1.69 | 1.68 (1.37–2.07) *** | 0.98 (0.77–1.25) |
| Inpatient admission | |||||
| 0 | 333 | 335,120 | 0.99 | 1 (Reference) | 1 (Reference) |
| ≥1 | 189 | 74,640 | 2.53 | 2.51 (2.10–3.00) *** | 1.64 (1.34–2.00) *** |
| Pneumoconiosis | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| No | Yes | ||||||||
| Event | PY | Rate † | Event | PY | Rate † | Crude HR (95% CI) | Adjusted HR # (95% CI) | Interaction p | |
| Age | <0.001 | ||||||||
| 20–64 | 72 | 140,584 | 0.51 | 63 | 33,037 | 1.91 | 3.69 (2.63–5.18) *** | 2.57 (1.73–3.82) *** | |
| 65–74 | 109 | 104,331 | 1.04 | 57 | 25,484 | 2.24 | 2.14 (1.55–2.95) *** | 1.68 (1.19–2.38) ** | |
| ≥75 | 158 | 86,182 | 1.83 | 63 | 20,142 | 3.13 | 1.71 (1.27–2.29) *** | 1.39 (1.01–1.90) * | |
| Gender | 0.72 | ||||||||
| Women | 11 | 52,448 | 0.21 | 5 | 12,666 | 0.39 | 1.88 (0.65–5.41) | 1.46 (0.46–4.64) | |
| Men | 328 | 278,649 | 1.18 | 178 | 65,996 | 2.70 | 2.29 (1.91–2.74) *** | 1.80 (1.47–2.19) *** | |
| Comorbidity ‡ | <0.001 | ||||||||
| No | 69 | 103,167 | 0.67 | 46 | 17,431 | 2.64 | 3.94 (2.71–5.72) *** | 3.66 (2.52–5.31) *** | |
| Yes | 270 | 227,930 | 1.18 | 137 | 61,232 | 2.24 | 1.89 (1.54–2.32) *** | 1.89 (1.54–2.33) *** | |
| Corticosteroid | 0.539 | ||||||||
| No | 264 | 285,616 | 0.92 | 128 | 61,762 | 2.07 | 2.24 (1.81–2.77) *** | 1.88 (1.49–2.36) *** | |
| Yes | 75 | 45,481 | 1.65 | 55 | 16,901 | 3.25 | 1.98 (1.40–2.81) *** | 1.57 (1.08–2.29) * | |
| Outpatient visits | <0.001 | ||||||||
| 0–14 | 130 | 161,030 | 0.81 | 56 | 26,319 | 2.13 | 2.64 (1.93–3.61) *** | 2.10 (1.47–2.99) *** | |
| 15–28 | 100 | 92,893 | 1.08 | 62 | 26,315 | 2.36 | 2.19 (1.60–3.01) *** | 1.68 (1.19–2.38) ** | |
| ≥29 | 109 | 77,174 | 1.41 | 65 | 26,028 | 2.50 | 1.77 (1.30–2.41) *** | 1.49 (1.07–2.07) * | |
| Inpatient admission | 0.029 | ||||||||
| 0 | 246 | 287,905 | 0.85 | 87 | 47,215 | 1.84 | 2.14 (1.68–2.74) *** | 2.02 (1.57–2.61) *** | |
| ≥1 | 93 | 43,192 | 2.15 | 96 | 31,448 | 3.05 | 1.43 (1.07–1.90) * | 1.44 (1.06–1.95) * | |
| Pneumoconiosis | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| No | Yes | ||||||||
| Event | PY | Rate † | Event | PY | Rate † | Crude HR (95% CI) | Adjusted HR # (95% CI) | Interaction p | |
| Hypertension | 0.002 | ||||||||
| No | 131 | 167,457 | 0.78 | 100 | 41,386 | 2.42 | 3.07 (2.37–3.99) *** | 2.36 (1.76–3.16) *** | |
| Yes | 208 | 163,640 | 1.27 | 83 | 37,277 | 2.23 | 1.76 (1.36–2.26) *** | 1.42 (1.08–1.86) * | |
| Diabetes | 0.698 | ||||||||
| No | 234 | 253,505 | 0.92 | 139 | 63,720 | 2.18 | 2.35 (1.91–2.90) *** | 1.85 (1.47–2.33) *** | |
| Yes | 105 | 77,592 | 1.35 | 44 | 14,942 | 2.94 | 2.18 (1.53–3.09) *** | 1.59 (1.09–2.32) * | |
| Hyperlipidemia | 0.632 | ||||||||
| No | 244 | 225,107 | 1.08 | 133 | 55,716 | 2.39 | 2.20 (1.78–2.71) *** | 1.70 (1.35–2.15) *** | |
| Yes | 95 | 105,990 | 0.90 | 50 | 22,947 | 2.18 | 2.43 (1.72–3.42) *** | 1.99 (1.37–2.88) *** | |
| HF | 0.929 | ||||||||
| No | 310 | 315,118 | 0.98 | 161 | 73,077 | 2.20 | 2.24 (1.85–2.71) *** | 1.76 (1.43–2.17) *** | |
| Yes | 29 | 15,979 | 1.81 | 22 | 5,586 | 3.94 | 2.19 (1.26–3.81) ** | 2.06 (1.13–3.76) * | |
| Asthma/COPD | 0.105 | ||||||||
| No | 228 | 268,693 | 0.85 | 84 | 44,584 | 1.88 | 2.22 (1.73–2.85) *** | 1.96 (1.50–2.56) *** | |
| Yes | 111 | 62,404 | 1.78 | 99 | 34,079 | 2.91 | 1.65 (1.26–2.17) *** | 1.58 (1.19–2.11) ** | |
| GERD | 0.241 | ||||||||
| No | 291 | 290,960 | 1.00 | 157 | 66,177 | 2.37 | 2.37 (1.95–2.88) *** | 1.89 (1.53–2.34) *** | |
| Yes | 48 | 40,137 | 1.20 | 26 | 12,486 | 2.08 | 1.73 (1.08–2.80) * | 1.32 (0.79–2.21) | |
| CLD | 0.219 | ||||||||
| No | 286 | 287,145 | 1.00 | 158 | 66,630 | 2.37 | 2.38 (1.96–2.89) *** | 1.84 (1.49–2.28) *** | |
| Yes | 53 | 43,952 | 1.21 | 25 | 12,033 | 2.08 | 1.73 (1.07–2.78) * | 1.44 (0.86–2.41) | |
| CKD | 0.055 | ||||||||
| No | 294 | 314,705 | 0.93 | 170 | 74,988 | 2.27 | 2.42 (2.00–2.92) *** | 1.93 (1.57–2.38) *** | |
| Yes | 45 | 16,392 | 2.75 | 13 | 3675 | 3.54 | 1.29 (0.70–2.40) | 0.99 (0.52–1.89) | |
| Rheumatic Dz | 0.832 | ||||||||
| No | 334 | 326,509 | 1.02 | 178 | 76,894 | 2.31 | 2.26 (1.88–2.71) *** | 1.79 (1.47–2.18) *** | |
| Yes | 5 | 4588 | 1.09 | 5 | 1769 | 2.83 | 2.59 (0.75–8.96) | 1.75 (0.44–6.88) | |
| Pneumothorax | 0.953 | ||||||||
| No | 339 | 330,697 | 1.03 | 178 | 78,035 | 2.28 | 2.22 (1.85–2.66) *** | 1.77 (1.46–2.16) *** | |
| Yes | 0 | 400 | 0.00 | 5 | 628 | 7.97 | - | - | |
| Malignancy | 0.082 | ||||||||
| No | 303 | 312,042 | 0.97 | 170 | 73,428 | 2.32 | 2.38 (1.97–2.87) *** | 1.85 (1.51–2.28) *** | |
| Yes | 36 | 19,055 | 1.89 | 13 | 5235 | 2.48 | 1.34 (0.71–2.53) | 1.17 (0.59–2.33) | |
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Soh, K.-S.; Lin, C.-L.; Lee, W.-M.; Cho, D.-Y. Association Between Pneumoconiosis and Pleural Empyema: A Retrospective Cohort Study. Diagnostics 2025, 15, 3075. https://doi.org/10.3390/diagnostics15233075
Soh K-S, Lin C-L, Lee W-M, Cho D-Y. Association Between Pneumoconiosis and Pleural Empyema: A Retrospective Cohort Study. Diagnostics. 2025; 15(23):3075. https://doi.org/10.3390/diagnostics15233075
Chicago/Turabian StyleSoh, Khay-Seng, Cheng-Li Lin, Wei-Ming Lee, and Der-Yang Cho. 2025. "Association Between Pneumoconiosis and Pleural Empyema: A Retrospective Cohort Study" Diagnostics 15, no. 23: 3075. https://doi.org/10.3390/diagnostics15233075
APA StyleSoh, K.-S., Lin, C.-L., Lee, W.-M., & Cho, D.-Y. (2025). Association Between Pneumoconiosis and Pleural Empyema: A Retrospective Cohort Study. Diagnostics, 15(23), 3075. https://doi.org/10.3390/diagnostics15233075

